Run
8862845

Run 8862845

Task 3875 (Supervised Classification) flags Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.9817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8809
Cross-validation details (10-fold Crossvalidation)